ComfyDeploy: How ComfyUI_Diffree works in ComfyUI?

Youu can using Diffree in ComfyUI

Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model

"Diffree" From: Diffree

Update

2024/08/14
--同步diffree官方的代码变动，主要是删除了first_stage_downsample相关代码；
--Synchronize the official code changes of diffree, mainly deleting the code related to first_dage_rownsample；

2024/08/06
--comfyUI默认的K_diffusion 会影响K的导入（主要是影响便携包，不影响安装包），所以将K_diffusion直接整合进插件，避免导入失败，K_diffusion 需要安装的几个单独的库，请查看更新后的requirements.txt
--The default K_diffusion of ComfyUI will affect the import of K (mainly affecting the portable package, not the installation package), so K_diffusion will be directly integrated into the node to avoid import failure. There are several separate libraries that need to be installed for K_diffusion, please refer to the updated requirements. txt .

1.Installation

In the ./ComfyUI /custom_node directory, run the following:

git clone https://github.com/smthemex/ComfyUI_Diffree.git

2.requirements

if K_diffusion... missing module... check “no_need_requirements.txt”,pip missing module. K_diffusion 需求的库文件也在no_need_requirements.txt 里，缺啥装啥

pip install -r requirements.txt

如果是便携包的，提示缺少K-diffusion需要在comfyUI/python_embeded目录下，打开CMD pip安装需求文件;
if using portable standalone build for Windows 'comfyUI, you need in comfyUI/python_embeded;

python -m pip install -r requirements.txt

或者 or: python pip install -r requirements.txt --target "you path/comfyUI/python_embeded/Lib/site-packages"

Based on the SD model, ComfyUI users basically do not need to install any requirement libraries。
基于sd的模型，comfyUI安装版的用户，基本上不用装任何需求库

If a module is missing, please open 'nou_need-requirements.txt'
如果缺失库，请打开nou_need_requirements.txt文件看你少了啥

3 Need model

3.1 base model，只有1个，only a model: diffree-step=000010999.ckpt

├── ComfyUI/models/checkpoints/
|      ├── diffree-step=000010999.ckpt

3.2 vae
you can try some one

4 using tips

--推荐使用512或者类似的尺寸，他们用的256图幅训练，推荐的是320（稍微小了，现在SDXL当道）;
--Recommend using a size of 512 or similar, they use 256 frames for training, and the recommended size is 320;

5 Example

Text-Guided Shape Free Object Inpainting 常规文生内绘图演示。

My ComfyUI node list：

1、ParlerTTS node:ComfyUI_ParlerTTS
2、Llama3_8B node:ComfyUI_Llama3_8B
3、HiDiffusion node：ComfyUI_HiDiffusion_Pro
4、ID_Animator node： ComfyUI_ID_Animator
5、StoryDiffusion node：ComfyUI_StoryDiffusion
6、Pops node：ComfyUI_Pops
7、stable-audio-open-1.0 node ：ComfyUI_StableAudio_Open
8、GLM4 node：ComfyUI_ChatGLM_API
9、CustomNet node：ComfyUI_CustomNet
10、Pipeline_Tool node :ComfyUI_Pipeline_Tool
11、Pic2Story node :ComfyUI_Pic2Story
12、PBR_Maker node:ComfyUI_PBR_Maker
13、ComfyUI_Streamv2v_Plus node:ComfyUI_Streamv2v_Plus
14、ComfyUI_MS_Diffusion node:ComfyUI_MS_Diffusion
15、ComfyUI_AnyDoor node: ComfyUI_AnyDoor
16、ComfyUI_Stable_Makeup node: ComfyUI_Stable_Makeup
17、ComfyUI_EchoMimic node: ComfyUI_EchoMimic
18、ComfyUI_FollowYourEmoji node: ComfyUI_FollowYourEmoji
19、ComfyUI_Diffree node: ComfyUI_Diffree
20、ComfyUI_FoleyCrafter node: ComfyUI_FoleyCrafter

Citation

OpenGVLab/Diffree

@article{zhao2024diffree,
  title={Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model},
  author={Zhao, Lirui and Yang, Tianshuo and Shao, Wenqi and Zhang, Yuxin and Qiao, Yu and Luo, Ping and Zhang, Kaipeng and Ji, Rongrong},
  journal={arXiv preprint arXiv:2407.16982},
  year={2024}
}

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